sixitingting

pytorch-tutorial-1

PyTorch Tutorial for Deep Learning Researchers

torchbearer

torchbearer: A model training library for PyTorch

company_liver_kidney_seg

MR下肝脏和肾脏(左、右)的分割，给公司做的，pytorch

pytorch-grad-cam

PyTorch implementation of Grad-CAM

CheXNet-with-localization

Weakly Supervised Learning for Findings Detection in Medical Images

PyTorch-Tutorial

Build your neural network easy and fast

FCN-pytorch

🚘 Easiest Fully Convolutional Networks

Tensorflow-Tutorial

Tensorflow tutorial from basic to hard

DenseNet-MURA-PyTorch

Implementation of DenseNet model on Standford's MURA dataset using PyTorch

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks.

CAM

Class Activation Mapping

DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

introtodeeplearning_labs

Lab Materials for MIT 6.S191: Introduction to Deep Learning

img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

SegAN

SegAN: Semantic Segmentation with Adversarial Learning

pytorch_tiramisu

FC-DenseNet in PyTorch for Semantic Segmentation

pytorch-retraining

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

tutorials

机器学习相关教程

tensorflow

torchnet

Torch on steroids

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

chexnet-1

Implementation of the CheXNet network (PyTorch)

CheXNet

A pytorch reimplementation of CheXNet

ImageClassification-PyTorch

KapowskiChronicles

Gentlemen, this is democracy manifest.

2D-and-3D-Deep-Autoencoder

Convolutional AutoEncoder application on MRI images

segnet_pytorch

SegNet implemetation using PyTorch

convolutional_autoencoder

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

resnet_cnn_mri_adni

Code for Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification paper